Optimization for Communications and Networks

Informationen zum Autor Saengudomlert\! Poompat Zusammenfassung This book provides an introduction to optimization theory and its applications. It is written for senior undergraduate students and first-year graduate students of telecommunication and related fields. Inhaltsverzeichnis Preface List of Figures Introduction Components of Optimization Problems Classes of Optimization Problems Convex Optimization Convex Sets and Convex Functions Properties of Convex Optimization Further Properties of Convex Sets Dual Problems Lagrange Multipliers Primal-Dual Optimality Conditions Sensitivity Analysis Notes on Maximization Problems Numerical Algorithms for Unconstrained Optimization Numerical Algorithms for Constrained Optimization Application: Transmit Power Allocation Application: Minimum Delay Routing Exercise Problems Linear Optimization Illustrative Example Properties of Linear Optimization Problems Simplex Algorithm Duality for Linear Optimization Application: Minimum Cost Routing 983.6 Application: Maximum Lifetime Routing in a WSN Exercise Problems Integer Linear Optimization Illustrative Examples Branch-and-Bound Cutting-Plane Algorithm Duality for Integer Linear Optimization Heuristics for Integer Linear Optimization Application: RWA in a WDM Network Application: Network Topology Design Exercise Problems Appendix A: Reviews of Related Mathematics Review of Linear Algebra Review of Analysis Appendix B: Solutions to Exercise Problems Appendix C: Octave Commands for Optimization Minimum Cost Routing Maximum Lifetime Routing in a WSN RWA in a WDM Network Network Topology Design Bibliography Index

Product details

• Authors: Poompat Saengudomlert, Poompat (Asian Institute of Technol Saengudomlert, Poompat (Asian Institute of Technology Saengudomlert, Saengudomlert Poompat
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 22.09.2011
• EAN: 9781578087242
• ISBN: 978-1-57808-724-2
• No. of pages: 220
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Data communication, networks; SCIENCE / Life Sciences / General, COMPUTERS / Networking / General, Computer architecture & logic design, Computer networking & communications, Computer architecture and logic design, Computer networking and communications